Multi-camera vehicular vision system

- MAGNA ELECTRONICS INC.

A vehicular vision system includes forward viewing camera and a rear camera each having a respective field of view exterior of the vehicle. Each of the cameras has an LVDS chip and connects with a control via a respective mono coaxial cable. Each mono coaxial cable carries via LVDS image data captured by the respective camera. Image data captured by the forward viewing camera and carried to the control by the respective mono coaxial cable is processed at the control for object detection. The control generates an output provided to a video display device of the vehicle, the video display device having a video display screen viewable by a driver of the vehicle. The video display screen displays video images of an area rearward of the vehicle derived from image data captured by the rear camera and carried to the control by the respective mono coaxial cable.

Skip to: Description  ·  Claims  ·  References Cited  · Patent History  ·  Patent History
Description
CROSS REFERENCE TO RELATED APPLICATIONS

The present application is a continuation of U.S. patent application Ser. No. 16/125,903, filed Sep. 10, 2018, now U.S. Pat. No. 10,640,040, which is a continuation of U.S. patent application Ser. No. 14/359,341, filed May 20, 2014, now U.S. Pat. No. 10,071,687, which is a 371 national phase filing of PCT Application No. PCT/US2012/066571, filed Nov. 27, 2012, which claims the filing benefit of U.S. provisional applications, Ser. No. 61/650,667, filed May 23, 2012; Ser. No. 61/605,409, filed Mar. 1, 2012; Ser. No. 61/579,682, filed Dec. 23, 2011; Ser. No. 61/565,713, filed Dec. 1, 2011; and Ser. No. 61/563,965, filed Nov. 28, 2011, which are hereby incorporated herein by reference in their entireties, and U.S. patent application Ser. No. 14/359,341 is a continuation-in-part of PCT/US2012/066570, filed Nov. 27, 2012, which claims the filing benefit of U.S. provisional applications, Ser. No. 61/605,409, filed Mar. 1, 2012, and Ser. No. 61/563,965, filed Nov. 28, 2011.

FIELD OF THE INVENTION

The present invention relates to imaging systems or vision systems for vehicles.

BACKGROUND OF THE INVENTION

Use of imaging sensors in vehicle imaging systems is common and known. Examples of such known systems are described in U.S. Pat. Nos. 5,949,331; 5,670,935 and/or 5,550,677, which are hereby incorporated herein by reference in their entireties.

SUMMARY OF THE INVENTION

The present invention provides a vision system or imaging system for a vehicle that utilizes one or more cameras to capture images exterior of the vehicle, and provides the communication/data signals, including camera data or image data that is processed and, responsive to such image processing, detects an object at or near the vehicle and in the path of travel of the vehicle, such as when the vehicle is backing up. The present invention transfers the intelligence from the camera to an image displaying device or image display or cluster, central display or head unit (later referred as head unit or HU) or to a mobile device wired or wireless connected or attached to—or plugged into the head unit (as an app). The data transfer rate can be enhanced by LVDS having raw data transmitted as described in U.S. Pat. No. 7,979,536, which is hereby incorporated herein by reference in its entirety. Optionally, the users may be served with dump rear cameras, with DAS software functions, running independent and remote from the camera, but not in another control device. Thus, a business model may be provided that sells an app, not the hardware, to the end users or consumers.

According to an aspect of the present invention, a vision system for a vehicle includes at least one camera or image sensor disposed at a vehicle and having a field of view exterior of the vehicle, and a display device operable to display images for viewing by a driver of the vehicle. The camera provides almost raw image data to a display device and has a control channel for a data line, and wherein a graphic engine or image processing runs as a routine at the display device.

These and other objects, advantages, purposes and features of the present invention will become apparent upon review of the following specification in conjunction with the drawings.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a plan view of a vehicle with a vision system and imaging sensors or cameras that provide exterior fields of view in accordance with the present invention;

FIG. 2 is a schematic of an automotive vision camera for providing data and getting controlled from an image processing control device, with the image processing control device providing image data to a head unit or other display device;

FIG. 3A is a schematic of an automotive vision camera with graphic processing board incorporated within the same device, whereby the processed image data gets provided to a head unit or other display device;

FIG. 3B is a schematic of an automotive vision camera with graphic processing board incorporated within the same device, whereby the processed image data gets provided to a head unit or other display device and with the camera being controlled via a back channel;

FIG. 3C is a schematic of an automotive vision camera with graphic processing board incorporated within the same device, whereby the processed image data gets provided to a head unit or other display device and with an additional bidirectional channel for exchanging control data or parameter;

FIG. 3D is a schematic of an example of a graphic processing architecture solution embedded into an automotive vision camera (system on chip), whereby the processed image data is provided to a head unit or other display device by at least one channel but maybe two in parallel to different output bus interfaces for the camera features, where the busses may be used mono-directional or semi-directional (beside RGB888 and NTSC) for control, and shown with RMII, but RGMII may be used alternatively;

FIG. 4 is a schematic of an automotive vision camera that provides mostly raw image data to the head unit, which is carrying out any kind of graphic processing, and there is no communication channel for data from the head unit to the camera, either directly or via gateways, in accordance with the present invention;

FIG. 5A is a schematic of an automotive vision camera system of the present invention with graphic processing incorporated within the head unit by hardware and software, with raw image data (directly) provided to a head unit or other display device for further image processing, and with an additional bidirectional channel for exchanging control data or parameter;

FIG. 5B is a schematic of an automotive vision camera system of the present invention with graphic processing incorporated within the head unit by hardware and software, with raw image data (directly) provided to a head unit or other display device for further image processing, and with the camera being controlled via a back channel;

FIG. 6 is a schematic of an automotive vision camera system of the present invention with graphic processing incorporated within the head unit, and with raw image data provided to a head unit or other display device for further image processing, and with the image data transferred via different busses linked by a bus gateway, and with the camera being controlled via a back channel (which may comprise one bidirectional channel);

FIG. 7 is a schematic of an automotive vision camera system of the present invention with graphic processing incorporated within the head unit, and with raw image data provided to a head unit or other display device for further image processing, and with the image data transferred via different busses linked by a bus gateway, and with the camera control back channel established via bus gateway (which may comprise a bidirectional channel on one or both bus systems);

FIG. 8 is a schematic of an automotive vision camera, which provides almost raw data to the head unit or other display device and has a control channel which might be any kind of data line or bus, and with the graphic engine (or the image processing) running as a routine on the head unit or other display device, in accordance with the present invention;

FIG. 9 is a schematic of an automotive vision system according to FIG. 8, which uses LVDS/Ethernet as an Image data transfer channel, in accordance with the present invention;

FIG. 10 is a schematic of an automotive vision system according to FIGS. 8 and 9, which uses LVDS/Ethernet as a bidirectional control channel and an image data transfer channel, in accordance with the present invention;

FIG. 11A is a schematic of an automotive vision multi camera architecture, where all cameras are controlled by one control/image data processing device, and where the image data processing device sends processed image data to the head unit or other display device;

FIG. 11B is a schematic of an automotive vision multi camera architecture, where all of the system cameras are controlled by one control/image data processing device, and where the image data processing device sends processed image data to the head unit or other display device, with an additional mono-directional or bidirectional channel for exchanging control data or parameter with the display device;

FIG. 11C is a schematic of an automotive vision multi (smart) camera architecture, where the cameras incorporate one part of the image data processing chain and the control device processes a second or alternative part of the image data processing, and where the image data processing device sends processed image data to the head unit or other display device;

FIG. 11D is a schematic of an automotive vision multi (smart) camera architecture, where the cameras incorporate one part of the image data processing chain and the control device processes a second or alternative part of the image data processing, and where the image data processing device sends processed or raw image data to the head unit or other display device, which processes a third or alternative part of the image data processing;

FIG. 11E is a schematic of an automotive vision multi (smart) camera architecture, where the cameras incorporate one part of the image data processing chain and the head unit or other display device processes a second or alternative part of the image data processing, and where the image data and controls from and to the cameras are collected and/or transferred to the head unit or other display device by a router;

FIG. 11F is a schematic of an automotive vision multi camera architecture where the cameras send almost raw data over a router to a head unit or other display device via monodirectional data lines or bus channel, where the data may be compressed by the cameras or by the router before sending;

FIG. 12A is a schematic of an automotive vision multi camera architecture, where all of the cameras provide almost raw data to the head unit or other display device direct without having a central image processing device or router in between and have a control channel for exchanging control data or parameter with the head unit or display device which might be any kind of data line or bus, and with the graphic engine (or the image processing) running on an integrated hardware on the head unit or other display device, in accordance with the present invention;

FIG. 12B is a schematic of an automotive vision multi camera architecture, where all of the cameras provide almost raw data to the head unit or other display device direct without having a central image processing device or router in between and have a monodirectional camera control channel which may comprise any kind of data line or bus, and with the graphic engine (or the image processing) running on an integrated hardware on the head unit or other display device, in accordance with the present invention;

FIG. 12C is a schematic of an automotive vision multi camera architecture, where some or all of the cameras provide almost raw data to the head unit or other display device direct without having a central image processing or router device in between using monodirectional data channels as like NTSC and with the graphic engine (or the image processing) running on an integrated hardware on the head unit or other display device, in accordance with the present invention;

FIG. 13 is a schematic of an automotive vision multi camera architecture, where all of the cameras providing almost raw data to the head unit or other display device and with the graphic engine (or the image processing) running as a routine mainly on the CPU, without having dedicated vehicle camera image processing hardware on the head unit or other display device, in accordance with the present invention;

FIG. 14 is a schematic of an automotive vision system according to FIG. 8, with the head unit or other display device conjuncted to a mobile infotainment device or mobile phone or mobile device, and with the graphic engine (or the image processing) running as an ‘app’ (application) on the mobile device, in accordance with the present invention, and with the camera comprising a basic or baseline camera, which has no control input;

FIG. 15 is a schematic of an automotive vision system, with a single camera providing image date to the head unit or other display device, and with the camera controlled via a control channel, and with the head unit carrying communication hardware for communicating with the camera, and with the vision software or vision applications utilizing the incoming data for further (high level) processing, in accordance with the present invention;

FIG. 16 is a schematic of an automotive vision system according to FIGS. 8 and 14, with the head unit or other display device conjuncted to a mobile infotainment device or mobile phone or mobile device, and with the graphic engine (or the image processing) running as an ‘app’ (application) on the mobile device, in accordance with the present invention, and with a single camera in use that is controlled via a control channel;

FIG. 17 is a schematic of an automotive vision system according to FIG. 16, with the graphic engine (or the image processing) running as an ‘app’ (application) on the mobile device, and with the software additionally computing additional parameters and with the steering angle taken into account, which may be used for processing graphical steering aid overlays to a rear camera image while backing up the vehicle, in accordance with the present invention;

FIG. 18 is a schematic of an automotive vision system according to FIG. 17, with the system processing image data captured by more than one camera and by other driver assistant system sources such as ultrasound sensors, Radar sensors, infrared and visual cameras, Lidar or Laser sensors, in accordance with the present invention, with the graphic engine (or the image processing) running as an ‘app’ (application) on the mobile device;

FIG. 19A is a schematic of an automotive vision system according to FIGS. 8 to 18, with the system using apps certified by according certification boards of governmental organs or mobile device companies and/or OEMs, in accordance with the present invention;

FIG. 19B is a schematic of an automotive vision/driver assistant system according to FIGS. 18 and 19A, with the system is connected to a mobile phone which transmits control commands to vehicle inherent devices (as like warnings, invasive interaction);

FIG. 20 is a schematic of an automotive vision system having a bus gateway within the path of image raw data between camera and mobile infotainment device or mobile phone, with the back channel to the camera established separately, and with the mobile infotainment device or mobile phone doing the graphic processing, in accordance with the present invention;

FIG. 21 is a schematic of an automotive vision system according to FIG. 16, having non permanently mounted USB based cameras plugged into a USB port that is part of the vehicle's bus architecture that may have bus gateways such as USB to CAN, with the Camera sending images via the USB, in accordance with the present invention;

FIG. 22 is a schematic of an automotive vision system having a bus gateway within the path of image raw data between the camera and head unit or other display device, with the back channel to the camera established separately, and with the head unit doing the graphic processing, in accordance with the present invention;

FIG. 23 is a schematic of an automotive vision system having a bus gateway within the path of image raw data between camera and mobile infotainment device or mobile phone, with the camera control back channel established via the gateways (which may comprise a bidirectional channel on one or both bus systems), and with the mobile device doing the graphic processing, in accordance with the present invention;

FIG. 24 is a schematic of an automotive vision system having non-permanently mounted USB based cameras plugged into any USB port that is part of the vehicle's bus architecture, which might have bus gateways such as USB to CAN, with the Camera sending images via the USB, and with the camera control back channel established via the gateways (which may comprise a bidirectional channel on one or both bus systems), and with the mobile device doing the graphic processing, in accordance with the present invention;

FIG. 25 is a schematic of an automotive vision system having a bus gateway within the path of image raw data between camera and head unit, with the camera control back channel established via the gateways (which may comprise a bidirectional channel on one or both bus systems), and with the mobile device doing the graphic processing, in accordance with the present invention;

FIG. 26A is a schematic of an automotive vision system with a consecutive solution to FIG. 18, where the app visualizes driver assistant functions, and also controls outputs such as driving interventions or active warnings such as steering wheel or foot pedal vibrations, in accordance with the present invention;

FIG. 26B is a schematic of an automotive vision system with the system using apps certified by according certification boards of governmental organs or mobile device companies and/or OEMs, in accordance with the present invention;

FIG. 27 is a schematic of an automotive vision system having a bus gateway within the path of image raw data between camera and head unit, with the back channel to the camera established separately, and with the head unit or other display device doing the graphic processing, with the head unit carrying communication hardware for communicating with the camera, and with the vision software or vision applications utilizing the incoming data for further (high level) processing, which may run on designated image processing hardware, in accordance with the present invention;

FIG. 28 is a schematic of an automotive vision system having a bus gateway within the path of image raw data between camera and head unit, with the camera control back channel established via the gateways (which may comprise a bidirectional channel on one or both bus systems), and with the head unit or other display device doing the graphic processing, and with the vision software or vision applications utilizing the incoming data for further (high level) processing, which may run on designated image processing hardware, and with the head unit carrying commutation hardware for communicating with the camera, in accordance with the present invention;

FIG. 29A is a schematic of an automotive vision system of the present invention, with a graphic engine (or the image processing) running as an ‘app’ (application) or (evtl. additional) software on the head unit/display device's main control or on a graphic hardware, and with the head unit connected to a phone or communication device;

FIG. 29B is a schematic of an automotive vision system of the present invention, with a graphic engine (or the image processing) running as an ‘app’ (application) or (evtl. additional) software on the head unit/display device's main control or on a graphic hardware, with the head unit connected to a phone or communication device and with a wireless camera connected to the head unit via the connection to the phone or communication device and via a wireless communication hardware at or to the phone or communication device;

FIG. 29C is a schematic of an automotive vision system of the present invention, with a graphic engine (or the image processing) running on the head unit/display device's main control or on a graphic hardware, having at least one automotive camera and with a wireless camera connected to the head unit connected via wireless communication to a wireless camera without control loop;

FIG. 29D is a schematic of an automotive vision system of the present invention, with a graphic engine (or the image processing) running on the head unit/display device's main control or on a graphic hardware, having at least one automotive camera and with a wireless camera connected to the head unit connected via wireless communication to a wireless camera with control loop;

FIG. 29E is a schematic of an automotive vision system of the present invention consecutive to FIG. 11, having several vehicle inherent automotive cameras connected to a control device and with a wireless camera connected additionally via wireless communication hardware on the control device to a wireless camera with control loop;

FIG. 29F is a schematic of an automotive vision system of the present invention, with a graphic engine (or the image processing) running on the head unit/display device's main control or on a graphic hardware, having at least one automotive camera and with an external vehicle inherent wireless device connected to the head unit on which wireless camera with control loop is connected;

FIG. 29G is a schematic of an automotive vision or driver assistant system of the present invention, with a graphic engine (or the image processing) running on the head unit/display device's main control or on a graphic hardware, having several automotive cameras connected and with wireless camera connected to the head unit;

FIG. 29H is a schematic of an automotive vision or driver assistant system of the present invention consecutive to FIG. 29G, with a mobile phone or communication device attached additionally;

FIG. 29I is a schematic of an automotive vision system of the present invention consecutive to FIG. 29B, with a first graphic engine (or the image processing) running as an ‘app’ (application) or (evtl. additional) software on the head unit/display device's main control or on a graphic hardware, and with the head unit connected to a phone or communication device and with a wireless camera connected to the head unit via the connection to the phone or communication device and via a wireless communication hardware at the phone or communication device and with a second graphic engine (or the image processing) running as an ‘app’ (application) or (evtl. additional) software on the mobile device executing a first part of the image processing while the graphic engine on the head unit is processing a second or alternative part of image processing;

FIG. 29J is a schematic of an automotive vision system of the present invention consecutive to FIG. 29I, with a first graphic engine (or the image processing) running as an ‘app’ (application) or (evtl. additional) software on the head unit/display device's main control or on a graphic hardware, and with the head unit connected to a phone or communication device and with a wireless camera connected to the head unit via the connection to the phone or communication device and via a wireless communication hardware at the phone or communication device and with a second graphic engine (or the image processing) running as an ‘app’ (application) or (evtl. additional) software on the mobile device executing a first part of the image processing while the graphic engine on the head unit is processing a second or alternative part of image processing, with more than one vehicle inherent cameras, other vision devices, other sensors and other outputs and actuators attached to a common bus or backbone for exchanging data and commands;

FIG. 29K is a schematic of an automotive vision system of the present invention consecutive to FIGS. 29I and 29J, with a graphic engine (or the image processing) running as an ‘app’ (application) or (evtl. additional) software on the head unit/display device's main control or on a graphic hardware, and with a wireless camera connected to the head unit/display device via a wireless communication hardware at it and with more than one vehicle inherent cameras, other vision devices, other sensors and other outputs and actuators attached to a common bus or backbone for exchanging data and commands;

FIG. 29L is a schematic of an automotive vision system of the present invention consecutive to FIGS. 29I to 29J, with a graphic engine (or the image processing) running as an ‘app’ (application) or (evtl. additional) software on the head unit/display device's main control or on a graphic hardware, and with a bus or backbone connected to the head unit and with several vehicle inherent cameras connected to the head unit via the back bone and with wireless camera connected via wireless communication to a wireless communication device which is itself to the head unit/display device via the backbone and with other vision devices, other sensors and other outputs and actuators attached to a common bus or backbone for exchanging data and commands;

FIG. 29M is a schematic of an automotive vision system of the present invention consecutive to FIGS. 29I to 29L, with the image processing is running as an ‘app’ (application) or (evtl. additional) software or hardware in part on a communication device and in part on a dedicated vehicle inherent image processing device (SVS) and/or in part on a head unit/display device, with the devices interconnected to each other by data lines buses or back bones, and with a wireless camera attached via wireless connection to the communication device, and with the actuators mainly connected to the central display device, and with the central display device optionally displaying data coming from the wireless camera and coming from the vehicle inherent cameras;

FIG. 30 is a schematic of an automotive vision system of the present invention, with the head unit connected to at least one camera and a phone or communication device in accordance with FIG. 29A, and with the image processing software running mainly on the head unit or other display device, wherein the image processing software becomes updated from a remote device by transferring a data container containing an updated version of software;

FIG. 31 is a schematic of an automotive vision system of the present invention, with the head unit or other display device connected to at least one camera and a phone or communication device in accordance with FIG. 29A, and with a bidirectional data channel established between the camera and the head unit, and wherein the image processing software is running mainly on the camera, but there may be parts of image processing software that is running on the head unit or at a mobile ‘app’, with the image processing software in the camera (and evtl. also these of the head unit and/or communication device) becoming updated from a remote device or communication by transferring a data container containing an updated version of software from the communication device to the camera, preferably over the head unit, and eventually directly via a common bus;

FIG. 32 is a schematic of an automotive vision system of the present invention, where the communication between head units or other display devices and mobile phones may use a layer based model, and such layer based models may be used in the driver assistant and safety vision system's cameras;

FIG. 33 is a schematic of an automotive vision system of the present invention, wherein, similar to the general layer model from FIG. 32, a virtual communication layer comes into use, with the application communication layer communicating via virtual communication layer to other applications which may be located on other devices in a manner as if all applications are local, and showing examples of a communication between applications on a mobile device and those at a head unit equipped with graphic processing hardware and graphic processing applications, with the hardware link comprising data buses or channels such as CAN, LIN, Ethernet, Bluetooth, NFC (Near Field Communication), and/or the like;

FIG. 34 is a schematic of an automotive vision system of the present invention similar to that of FIG. 33, with a virtual communication layer extended over several devices, and with communication between applications on a mobile device, a head unit and a camera, wherein the connection may be capable to exchange image data, camera control, parameters from sensors and other devices, and driver assistant controls and/or the like;

FIG. 35 is a schematic of an automotive vision system that uses data decoders and/or line drivers in automotive vision camera systems, in accordance with the present invention;

FIG. 36 is a schematic of an automotive vision system that uses LVDS/Ethernet data decoders for driving in automotive vision camera images in accordance with the present invention;

FIG. 37 is a schematic of an automotive vision system according to FIGS. 9 and 10, with the LVDS/Ethernet (or other bus) driver chip sharing one device with the imager, and with the optics comprising a separate component, in accordance with the present invention;

FIG. 38 is a schematic of an automotive vision system according to FIG. 37, with the LVDS/Ethernet (or other bus) driver chip sharing one device with the imager, and with the optics incorporated to the substrate to provide a single compact assembly in accordance with the present invention, and with the so called wafer level cameras incorporating the bus driver, with an optical assembly or lens assembly that may comprise a single optic or lens or multiple optics or lenses;

FIG. 39 is a schematic of a vehicle (10) viewed from top down with a one axis trailer (20) hooked on, wherein the trailer has its own rear camera (14a′), which may be connected by wire or wireless to the vehicle's vision devices or a cell phone displaying the area of view (25) of the trailer rear camera on a display or incorporating the image data information on a machine vision assist system in accordance with the present invention;

FIG. 40 is an exemplary view of a vehicle top view when an additional trailer camera (such as of the type shown in the set up of FIG. 39) sends images that are incorporated to the top view of the vehicle's main display device;

FIG. 41 shows an overview of a smart camera suitable for use with a vision system of the present invention;

FIG. 42-44 show view transformation and machine vision capabilities of the smart camera of FIG. 41;

FIG. 45 shows a summary of the various aspects and properties of the unique feature-point based object detection for use with a vision system according the present invention;

FIG. 46 is a schematic showing a possible architecture solution when the invention's processing algorithm are integrated to a smart vehicle camera featuring different output bus interfaces; and

FIGS. 47-65 show various connections and system architecture and other aspects and constructions and features of a smart camera and associated accessories and systems for use with a vision system according the present invention.

DESCRIPTION OF THE PREFERRED EMBODIMENTS

A driver assist system and/or vision system and/or object detection system and/or alert system may operate to capture images exterior of the vehicle and process the captured image data to detect objects at or near the vehicle and in the predicted path of the vehicle, such as to assist a driver of the vehicle in maneuvering the vehicle in a rearward direction. The object detection may utilize detection and analysis of moving vectors representative of objects detected in the field of view of the vehicle camera, in order to determine which detected objects are objects of interest to the driver of the vehicle, such as when the driver of the vehicle undertakes a reversing maneuver.

Referring now to the drawings and the illustrative embodiments depicted therein, a vehicle 10 includes an imaging system or vision system 12 that includes one or more imaging sensors or cameras (such as a rearward facing imaging sensor or camera 14a and/or a forwardly facing camera 14b at the front (or at the windshield) of the vehicle, and/or a sidewardly/rearwardly facing camera 14c, 14b at the sides of the vehicle), which capture images exterior of the vehicle, with the cameras having a lens for focusing images at or onto an imaging array or imaging plane of the camera (FIG. 1). The vision system 12 is operable to process image data captured by the cameras and may provide displayed images at a display device 16 for viewing by the driver of the vehicle. Optionally, the vision system may process image data to detect objects, such as objects to the rear of the subject or equipped vehicle during a reversing maneuver, or such as approaching or following vehicles or vehicles at a side lane adjacent to the subject or equipped vehicle or the like. Optionally, the object detection may utilize detection and analysis of moving vectors representative of objects detected in the field of view of the vehicle camera, in order to determine which detected objects are objects of interest to the driver of the vehicle, such as when the driver of the vehicle undertakes a reversing maneuver (such as by utilizing aspects of the systems described in U.S. provisional applications, Ser. No. 61/605,409, filed Mar. 1, 2012; and Ser. No. 61/563,965, filed Nov. 28, 2011, which are hereby incorporated herein by reference in their entireties.

Vehicle vision systems typically use sophisticated image processing algorithms. For example, either the algorithm runs on a hardware which is integrated to a vision camera or the algorithm runs on an external control device collecting and processing the incoming camera raw data, and then sends a processed image data stream to a display device, cluster or head unit. Vehicle displays vehicle vision systems may be provided at multi-media head units (such as by utilizing aspects of the mirror assemblies described in U.S. Pat. No. 7,937,667, which is hereby incorporated herein by reference in its entirety), and may process several input sources, such that processing power is adapted accordingly. Optionally, a system may visualize and control the apps running on a mobile infotainment device or mobile phone which is connected to or in communication with the head unit, either wirelessly (near field communication, BLUETOOTH®, and the like) or plugged in. It is known to control the app interactively and depending on the driving situation.

The present invention provides a system that delocates the computing load from the camera or separate image control to the head unit or conjuncted or connected mobile device which typically come with high processing performance and are embedded into the display or head unit environment anyway. The system may utilize aspects of the systems described in U.S. Pat. No. 7,697,027 and/or U.S. patent application Ser. No. 13/377,673, filed Dec. 12, 2011, now U.S. Pat. No. 9,036,026, which are hereby incorporated herein by reference in their entireties.

Vision system camera electronics are preferably developed to cost efficient. Due to lower development costs, vision camera systems are typically uniformed as much as possible to lower the number of variants. Also, the complexity is preferably reduced or limited or held as low as possible. Every electronic part that is integrated into cameras produces heat and takes precious space. Simplifying and standardizing of cameras and their interfaces enables use of modern embedding methods, which reduces system costs and enables the shrinking of the camera, which provide customer benefits.

A different or alternative approach is to eliminate dedicated vision system control devices by transferring its functions (intelligence) either into the (smart) cameras or by transferring its functions to the end devices as like the head unit, the (display) cluster, or other display device. By that also the IOs and controls (such as, for example, invasive assistant systems) may be transferred/placed on those devices.

For reducing the cabling costs, there is the trend to use busses/data backbones onto several sensing and actuator devices attached. Some systems may be able to request data direct from another device on the backbone without interaction of the main unit (head unit). This requires at least bus interfaces on some or all nodes and maybe also processors and may require a sophisticated state and priority handling across the devices.

Vehicle development cycles are typically quite long compared to the rush changing infotainment industry. Because of this, infotainment and vehicle driver assistant and safety systems (DAS) outdate quite rapidly. The appearance and functionality is often already a step behind after-market systems when a vehicle inherent or vehicle-based system enters the market. To counter these circumstances, it would be desirable to vehicle manufacturers to keep (DAS) systems up to date.

The present invention provides an economized vehicle vision system architecture that reduces the cost and complexity of the vehicle camera and vision system.

(1) For lowering the number of variants of different car vision camera systems, the inventive solution is to not implement the electronics in a camera or a separate image processing device and may transfer the graphic engine to the head up unit. By avoiding this, the camera electronics can be reduced to the main functionalities for image capturing and own supply power control. Preferably, a simple data transfer interface finds use to send the camera's (raw) data to the head unit (or other image giving/processing end device). On the head unit or other image giving/processing end device the graphic engine (or the image processing) is processed. Other image giving/processing devices may comprise a mirror display within or outside of the passenger compartment, such as a mirror display at the top center region (such as a video mirror utilizing aspects of the displays described in U.S. Pat. Nos. 7,855,755 and/or 7,777,611, which are hereby incorporated herein by reference in their entireties). There it may be sufficient to place image processing tasks, and the hardware and software, when it comes to comparably low sophisticated light balancing, distortion and stitching tasks, may be fed by comparably low performance rear and side cameras. The early state of the art was to capture images and send it over data lines to a display, typically via an analog signal such as an NTSC signal or the like. This was done without controlling or loop controlling the camera. The solution of the present invention also incorporates a control line running from the head unit to the camera. A loop controlling of the camera and the graphic engine (or the image processing) is realized by that. The controlling is necessary for light and color balancing (such as described in PCT Application No. PCT/US2012/063520, filed Nov. 5, 2012, and published on May 16, 2013 as International Publication No. WO 2013/070539, which is hereby incorporated herein by reference in its entirety) and gain control. Also, the gamma correction may be controlled by the back channel. Other control commands may by for sleep/wake up/idle, low high resolution switching, reduced area selection, compression control or triggering a data dump of intrinsic calibration data (such as described in U.S. Pat. No. 7,979,536, which is hereby incorporated herein by reference in its entirety).

(2) Optionally, a continuative idea of the solution of the present invention is to realize the image data stream from the camera to the head unit (or other end device) on a data encoder chip, preferably by a Low Voltage Differential Signal (LVDS) or Ethernet interface, preferably using a mono coaxial cable and Ethernet encoder chips (in the camera and in the head unit). The Data stream would be mono-directional (such as by utilizing aspects of U.S. provisional application 61/537,279, filed Sep. 21, 2011, which is hereby incorporated herein by reference in its entirety).

(3) Optionally, a further continuative idea is that the control line (HU-Cam) may be realized by a CAN/LIN/other car bus interface or just by a single signal line/wire.

(4) Optionally, and as an alternative to (3), above, the control signal may be transferred via the data encoder chip, preferably by LVDS/Ethernet (data line from (2), above) so the interfaces and data stream are bi-directional.

(5) As solution for the graphic engine (or the image processing) (from (1), above) running on the head unit for a mono or multi camera system, processing the camera control, image dewarp, enhancing, adding overlays, DAS functionality and the like, the software could be running on a hardware added to the head unit.

(6) A continuative idea from (5), above, is to have the head unit connected to a phone or communication device and to one or more cameras (see FIG. 29A).

(7) As a continuative idea to (6), above, the image processing software is running primarily on the head unit. The image processing software becomes updated from a remote source or device by transferring a data container containing an updated version of the image processing software. The container is a frame which is made individually for each vehicle communication environment. The content is preferably vehicle type and manufacturer independent, so the content may be substantially standardized to keep the variety low. Preferably, the communication device enables an app to carry the container. The container may also be transported by an audio (voice) channel, SMS, MMS, DSRC, near field communication, via a pier to pier protocol and/or the like (see FIG. 30). An alternative is to provide updates by a data medium, a removable cable or an OEM's service interface, either connected to a vehicle's port, a head unit's port, a communication device's port or a vision device's port.

(8) In cases where the hardware set up allows bidirectional communication between the head unit and the camera(s) and a phone or communication or between the communication device and the camera(s) directly, there is a continuative idea to (7), above, which may update the camera(s) image processing software by remote transferring data containers via the communication channels mentioned in (7) or by a common bus, or by an OEM service interface within a data container, from the communication device over the head unit to the camera. This may occur at once or step by step. There may be a part of the image processing software at the head unit, and this may be updated as well with the same or a different data container, at the same or another time (see FIG. 31).

(9) An addition solution to (7) and (8), above, is to have data security protocols in place making sure no data in the head unit, camera(s) or communication device or conjuncted system's software becomes overwritten or corrupted by wrong versions or by draft versions, or unauthorized versions, or by incomplete data sets or incompatible data sets, or by pirated versions or data sets, or virulent data sets, and/or the like. This task may also be managed by the data container's functionality.

(10a) The data of (9) preferably have been authorized by an application provider or distributor, the camera or image system software provider or distributer or the according OEM in compliance to the local or worldwide legal or OEM's safety standards and testing procedures for safety relevant software and non-safety relevant software, whichever may apply for the particular application.

(10b) As an additional or alternative solution, the image processing may be done in part on the mobile device or cellular phone or smart phone and in part on the head unit or other display device and/or in part in a dedicated image processing unit (see FIG. 29M).

As an additional aspect to the inventive solution, one of the systems described above may supplement or substitute the vehicle inherent rear camera's image input by an attached (aftermarket) non vehicle inherent camera image. An exemplary use case is shown in FIG. 39, where a trailer camera 14a′, which is attached to the rear of a trailer 20, and which camera's image is sent to the vehicle vision system or a non-vehicle display and/or communication device (such as a cell phone's display or the like) via wireless communication (such as, for example, via a Bluetooth communication or via a WLAN or NTSC communication or the like). The architecture may be similar to those shown in FIGS. 29B, 29E and 29G-M. In the cases where the vehicle vision system receives the wireless camera image, the vision system is displaying the trailer camera's image as well. The system may switch to use or display the image of the vehicle rear camera 14a, such as for (machine vision) trailer (side) blind spot detection and trailer angle detection. The area where usually the rear camera is placed within top view (mode) may be filled with the image from the wireless camera so as to be seen in the display (FIG. 40). Since the wireless trailer camera 14a′ may not be calibrated and some area between the vehicle rear camera 14a and the trailer camera 14a′ may not be captured by any camera there may be voids or black bars in the top view images between the areas encompassed by the vehicle inherent cameras and the area encompassed by trailer camera. The trailer camera may be acquired with the trailer, or may be purchased independently (aftermarket) and then attached to the trailer or may be an optional delivery content from the OEM distributer.

(11) Optionally, the system may use layer based models in the communication architecture between head units, actuators, sensors, communication devices, image processing and/or driver assistant devices, and mobile phones, and may use such layer based models in the driver assistant and safety vision system's cameras this might be new (see FIG. 32). The devices may be interconnected by one or more data lines, busses or backbones (see FIG. 29L), or may be interconnected over other devices and or gateways (see FIG. 29M). The proposed model contains an “Application layer” in which the application's semaphores run, a “Middle (soft-)ware” (MW) which adapts to the operation system and provides the communication between the application components, an “Operation System Abstraction Layer” (OSAL) which provides the abstracted base services of the Operation system as like LINUX which has configurable tasks and events and controls the communication behavior. Also, there is a “Run time operation system” (RTOS) which is the operation system itself and the “Board support package” (BSP) which adapts the operation system to the specific hardware.

(12) The present invention provides for DAS systems to establish a virtual communication layer, which expands over several devices having the same layer structure, and is connected via the communication hardware physically. The application communication layer communicates via virtual communication layer to other applications which are located on the same or other devices in a manner as if all applications would be on the local device (see FIGS. 33 and 34). Graphic capturing or processing applications might connect to each other by this. The hardware link may comprise removable ports (mentioned in (7), above), data buses or channels, such as CAN, LIN, LVDS/Ethernet, Bluetooth, NFC (Near Field Communication), and the like.

(13) Using the layer model from (12), above, a continuative idea is to transport data containers (from 7) from one device to the other.

(14) The virtual communication layer may have security tasks as well for doing that.

(15) Over these layers (from (12), above) there may become image data, camera control, parameters from sensors and other devices, driver assistant controls exchanged.

(16) Optionally, and as an alternative to (5), above, the graphic engine (or the image processing) of a mono or multi camera car vision system could be part of the head unit's software in full extend or partially, so a routine which preferably is served in real time may be provided. The processing performance and architecture of the head unit and peripheral interfaces has to be chosen or selected accordingly.

(17) Optionally, and as an alternative solution to (5) and (16), above, the head unit may be conjuncted to or connected to or in communication with a mobile device, such as, for example, a mobile infotainment device or a mobile phone. The graphic engine (or the image processing) may be running as an ‘app’ (application) on the mobile device and processing camera images which are not taken by the mobile phone's cameras but preferably taken or captured by a fixed mounted car vision camera or cameras, a wireless or wired aftermarket camera or cameras or a USB camera or cameras plugged into any USB port that is part of the car integrated bus architecture or other car based plug in bus.

(18) Optionally, and as an additional feature to (17), above, the app used in the mobile device is certified by according certification boards of governmental organs or (mobile device) companies and/or OEMs.

(19) Optionally, and as an additional feature to (17) or (18), above, the vision system's additional functions (value added) may be provided separate to the camera with the software installed on the head unit or on the app conjuncted to the head unit or from a cloud server or the like.

(20) Optionally, and as an additional solution to (19), above, the software (SW) or app may additionally compute additional parameters, and may consider or take into account various parameters, such as the steering angle of the vehicle or the like. This might be used for processing graphical steering aid overlays to a rear cameras displayed images while backing up the vehicle or for other driver assistant systems overlays.

(21) Optionally, and as an additional solution to (19) or (20), above, the SW (app) may additionally compute or process more than one camera, and also other driver assistant system sources like ultrasound sensors, Radar sensors, infrared or visual cameras, Lidar or Laser sensors.

(22) Optionally, and as an additional solution to (19) to (21), above, the app may not just visualize driver assistant functions, but may also control driving interventions or active warnings, such as haptic alerts or the like, such as, for example, steering wheel vibrations or foot pedal vibrations or the like.

(23) Optionally, and as an additional solution to (19) to (22), above, the app may be adaptable for being updated, debugged, licensed, remote controlled, purchased, sold on ‘app-stores’ or the like, leased, time limited tried, reimbursed when given back, transferred, and/or the like. Also, the camera or vision system calibration may be running on the app or as an app.

(24) Optionally, and as a consecutive solution to (4), above, the LVDS/Ethernet (or other bus) driver chip may share one device with the imager. Thus, the present invention may provide a nearly monolytic assembly.

(25) Optionally, and as a consecutive solution to (24), above, and instead of having a lens holder as a separate component, the optics of the camera or imager may be incorporated to the compact, monolytic design of the imager device. The lens assembly or optics may comprise one lens or lens optic or optical element, or a plurality of lenses or lens optics, such as many small ones. So called wafer level cameras are state of the art in automotive applications but also incorporating the bus driver is new to such automotive camera applications.

(26) Optionally, any kind of automotive camera including wafer level cameras from (25) above may comprise a tunable liquid (micro-) lens capable to adapt the focal length of the lens. Optionally, the viewing direction may also be tunable by a microelectronic mechanical (MEM) or other mechanical element, either by turning the camera or a mirror that the camera has in its optical path. Such an assembly may be capable to focus on specific details or objects of interest within the field of view to enhance the performance of the object detection of the driver assistant system. Instead of using wide angle cameras (such as like fish eye lens cameras and the like), a focus tunable camera with a generally longer focus band may be used. The full area may be detectable by ‘scanning’ through all of the extensions of the mechanics' displacement angles. By that the same area as that provided by a fisheye lens may be covered but with the ability to perceive the area much better and evenly. The focus point to objects in the area or field of view may be a degree to determine or at least to estimate the distance between the focused object and the camera's imager (as like the eye of a chameleon does). For example, an exterior viewing camera with a relatively narrow field of view (for example, a horizontal field of view of about 40 degrees) can be mechanically moved rapidly so that its field of view scans or senses or rasters across a wider field of view (for example, a horizontal field of view of about 200 degrees). If this mechanical motion of the principal viewing direction of the subject camera is executed fast enough (for example, if an entire scan can be executed in about 30 ms or lower, video captured by the rastering camera, as displayed to the driver on an in-cabin video screen, will be usable to that driver as the rate of movement of the rastering camera exceeds the rate at which the eye perceives.

Also, if the focus of the camera can be varied, this can be used to estimate or determine distance to an object, such as discussed below. For illustrative purposes, assume that the focus-variable lens has a five meter focal point/length and assume that a person is standing 10 meters away from the subject lens/camera. The image of the person as captured by that camera will be out of focus. Then, as the focal point/length is progressively increased to six meters, then seven meters and then eight meters and then nine meters, the person ten meters away from the camera remains out of focus and comes into focus only when the variable-focus lens is set to have an about ten meter focal point/length. Thus, the distance from the camera can be determined or estimated based on varying the focal point/length of the lens and determining when the imaged object comes into focus in the captured images.

The camera or sensor may comprise any suitable camera or sensor. Optionally, the camera may comprise a “smart camera” that includes the imaging sensor array and associated circuitry and image processing circuitry and electrical connectors and the like as part of a camera module, such as by utilizing aspects of the vision systems described above and shown in FIGS. 41-65.

The vehicle may include any type of sensor or sensors, such as imaging sensors or radar sensors or lidar sensors or ultrasonic sensors or the like. The imaging sensor or camera may capture image data for image processing and may comprise any suitable camera or sensing device, such as, for example, an array of a plurality of photosensor elements arranged in at least 640 columns and 480 rows (at least a 640×480 imaging array), with a respective lens focusing images onto respective portions of the array. The photosensor array may comprise a plurality of photosensor elements arranged in a photosensor array having rows and columns. The logic and control circuit of the imaging sensor may function in any known manner, and the image processing and algorithmic processing may comprise any suitable means for processing the images and/or image data. For example, the vision system and/or processing and/or camera and/or circuitry may utilize aspects described in U.S. Pat. Nos. 7,005,974; 5,760,962; 5,877,897; 5,796,094; 5,949,331; 6,222,447; 6,302,545; 6,396,397; 6,498,620; 6,523,964; 6,611,202; 6,201,642; 6,690,268; 6,717,610; 6,757,109; 6,802,617; 6,806,452; 6,822,563; 6,891,563; 6,946,978; 7,859,565; 5,550,677; 5,670,935; 6,636,258; 7,145,519; 7,161,616; 7,230,640; 7,248,283; 7,295,229; 7,301,466; 7,592,928; 7,881,496; 7,720,580; 7,038,577; 6,882,287; 5,929,786 and/or 5,786,772, and/or PCT Application No. PCT/US2010/047256, filed Aug. 31, 2010 and published Mar. 10, 2011 as International Publication No. WO 2011/028686 and/or International Publication No. WO 2010/099416, published Sep. 2, 2010, and/or PCT Application No. PCT/US10/25545, filed Feb. 26, 2010 and published Sep. 2, 2010 as International Publication No. WO 2010/099416, and/or PCT Application No. PCT/US2012/048800, filed Jul. 30, 2012, and published on Feb. 7, 2013 as International Publication No. WO 2013019707, and/or PCT Application No. PCT/US2012/048110, filed Jul. 25, 2012, and published Jan. 31, 2013 as International Publication No. WO 2013016409, and/or PCT Application No. PCT/CA2012/000378, filed Apr. 25, 2012, and published on Nov. 1, 2012 as International Publication No. WO 2012145822, and/or PCT Application No. PCT/US2012/056014, filed Sep. 19, 2012, and published on Mar. 28, 2013 as International Publication No. WO 2013043661, and/or PCT Application No. PCT/US12/57007, filed Sep. 25, 2012, and published on Apr. 4, 2013 as International Publication No. WO 2013/048994, and/or PCT Application No. PCT/US2012/061548, filed Oct. 24, 2012, and published May 2, 2013 as International Publication No. WO 2013063014, and/or PCT Application No. PCT/US2012/062906, filed Nov. 1, 2012, and published May 10, 2013 as International Publication No. WO 2013067083, and/or PCT Application No. PCT/US2012/063520, filed Nov. 5, 2012, and published May 16, 2013 as International Publication No. WO 2013070539, and/or PCT Application No. PCT/US2012/064980, filed Nov. 14, 2012, and published May 23, 2013 as International Publication No. WO 2013074604, and/or U.S. patent application Ser. No. 13/660,306, filed Oct. 25, 2012, now U.S. Pat. No. 9,146,898; Ser. No. 13/653,577, filed Oct. 17, 2012, now U.S. Pat. No. 9,174,574; and/or Ser. No. 13/534,657, filed Jun. 27, 2012, and published on Jan. 3, 2013 as U.S. Patent Publication No. US-2013-0002873, and/or U.S. provisional applications, Ser. No. 61/710,924, filed Oct. 8, 2012; Ser. No. 61/696,416, filed Sep. 4, 2012; Ser. No. 61/682,995, filed Aug. 14, 2012; Ser. No. 61/682,486, filed Aug. 13, 2012; Ser. No. 61/680,883, filed Aug. 8, 2012; Ser. No. 61/678,375, filed Aug. 1, 2012; Ser. No. 61/676,405, filed Jul. 27, 2012; Ser. No. 61/666,146, filed Jun. 29, 2012; Ser. No. 61/653,665, filed May 31, 2012; Ser. No. 61/653,664, filed May 31, 2012; Ser. No. 61/648,744, filed May 18, 2012; Ser. No. 61/624,507, filed Apr. 16, 2012; Ser. No. 61/616,126, filed Mar. 27, 2012; Ser. No. 61/615,410, filed Mar. 26, 2012; Ser. No. 61/613,651, filed Mar. 21, 2012; Ser. No. 61/607,229, filed Mar. 6, 2012; Ser. No. 61/602,878, filed Feb. 24, 2012; Ser. No. 61/602,876, filed Feb. 24, 2012; Ser. No. 61/600,205, filed Feb. 17, 2012; Ser. No. 61/588,833, filed Jan. 20, 2012; Ser. No. 61/583,381, filed Jan. 5, 2012; Ser. No. 61/570,017, filed Dec. 13, 2011; Ser. No. 61/568,791, filed Dec. 9, 2011; Ser. No. 61/567,446, filed Dec. 6, 2011; and/or Ser. No. 61/567,150, filed Dec. 6, 2011, which are all hereby incorporated herein by reference in their entireties. The system may communicate with other communication systems via any suitable means, such as by utilizing aspects of the systems described in PCT Application No. PCT/US10/038477, filed Jun. 14, 2010, and/or U.S. patent application Ser. No. 13/202,005, filed Aug. 17, 2011, now U.S. Pat. No. 9,126,525, which are hereby incorporated herein by reference in their entireties.

The imaging device and control and image processor and any associated illumination source, if applicable, may comprise any suitable components, and may utilize aspects of the cameras and vision systems described in U.S. Pat. Nos. 5,550,677; 5,877,897; 6,498,620; 5,670,935; 5,796,094; 6,396,397; 6,806,452; 6,690,268; 7,005,974; 7,123,168; 7,004,606; 6,946,978; 7,038,577; 6,353,392; 6,320,176; 6,313,454 and 6,824,281, and/or International Publication No. WO 2010/099416, published Sep. 2, 2010, and/or PCT Application No. PCT/US10/47256, filed Aug. 31, 2010 and published Mar. 10, 2011 as International Publication No. WO 2011/028686, and/or U.S. patent application Ser. No. 12/508,840, filed Jul. 24, 2009, and published Jan. 28, 2010 as U.S. Pat. Publication No. US 2010-0020170, and/or PCT Application No. PCT/US2012/048110, filed Jul. 25, 2012, and published Jan. 31, 2013 as International Publication No. WO 2013016409, and/or U.S. patent application Ser. No. 13/534,657, filed Jun. 27, 2012, and published Jan. 3, 2013 as U.S. Patent Publication No. US-2013-0002873, which are all hereby incorporated herein by reference in their entireties. The camera or cameras may comprise any suitable cameras or imaging sensors or camera modules, and may utilize aspects of the cameras or sensors described in U.S. patent application Ser. No. 12/091,359, filed Apr. 24, 2008 and published Oct. 1, 2009 as U.S. Publication No. US-2009-0244361, and/or Ser. No. 13/260,400, filed Sep. 26, 2011, now U.S. Pat. No. 8,542,451, and/or U.S. Pat. Nos. 7,965,336 and/or 7,480,149, which are hereby incorporated herein by reference in their entireties. The imaging array sensor may comprise any suitable sensor, and may utilize various imaging sensors or imaging array sensors or cameras or the like, such as a CMOS imaging array sensor, a CCD sensor or other sensors or the like, such as the types described in U.S. Pat. Nos. 5,550,677; 5,670,935; 5,760,962; 5,715,093; 5,877,897; 6,922,292; 6,757,109; 6,717,610; 6,590,719; 6,201,642; 6,498,620; 5,796,094; 6,097,023; 6,320,176; 6,559,435; 6,831,261; 6,806,452; 6,396,397; 6,822,563; 6,946,978; 7,339,149; 7,038,577; 7,004,606 and/or 7,720,580, and/or U.S. patent application Ser. No. 10/534,632, filed May 11, 2005, now U.S. Pat. No. 7,965,336; and/or PCT Application No. PCT/US2008/076022, filed Sep. 11, 2008 and published Mar. 19, 2009 as International Publication No. WO 2009/036176, and/or PCT Application No. PCT/US2008/078700, filed Oct. 3, 2008 and published Apr. 9, 2009 as International Publication No. WO 2009/046268, which are all hereby incorporated herein by reference in their entireties.

The camera module and circuit chip or board and imaging sensor may be implemented and operated in connection with various vehicular vision-based systems, and/or may be operable utilizing the principles of such other vehicular systems, such as a vehicle headlamp control system, such as the type disclosed in U.S. Pat. Nos. 5,796,094; 6,097,023; 6,320,176; 6,559,435; 6,831,261; 7,004,606; 7,339,149 and/or 7,526,103, which are all hereby incorporated herein by reference in their entireties, a rain sensor, such as the types disclosed in commonly assigned U.S. Pat. Nos. 6,353,392; 6,313,454; 6,320,176 and/or 7,480,149, which are hereby incorporated herein by reference in their entireties, a vehicle vision system, such as a forwardly, sidewardly or rearwardly directed vehicle vision system utilizing principles disclosed in U.S. Pat. Nos. 5,550,677; 5,670,935; 5,760,962; 5,877,897; 5,949,331; 6,222,447; 6,302,545; 6,396,397; 6,498,620; 6,523,964; 6,611,202; 6,201,642; 6,690,268; 6,717,610; 6,757,109; 6,802,617; 6,806,452; 6,822,563; 6,891,563; 6,946,978 and/or 7,859,565, which are all hereby incorporated herein by reference in their entireties, a trailer hitching aid or tow check system, such as the type disclosed in U.S. Pat. No. 7,005,974, which is hereby incorporated herein by reference in its entirety, a reverse or sideward imaging system, such as for a lane change assistance system or lane departure warning system or for a blind spot or object detection system, such as imaging or detection systems of the types disclosed in U.S. Pat. Nos. 7,720,580; 7,038,577; 5,929,786 and/or 5,786,772, and/or U.S. pat. application Ser. No. 11/239,980, filed Sep. 30, 2005, now U.S. Pat. No. 7,881,496, and/or U.S. provisional applications, Ser. No. 60/628,709, filed Nov. 17, 2004; Ser. No. 60/614,644, filed Sep. 30, 2004; Ser. No. 60/618,686, filed Oct. 14, 2004; Ser. No. 60/638,687, filed Dec. 23, 2004, which are hereby incorporated herein by reference in their entireties, a video device for internal cabin surveillance and/or video telephone function, such as disclosed in U.S. Pat. Nos. 5,760,962; 5,877,897; 6,690,268 and/or 7,370,983, and/or U.S. patent application Ser. No. 10/538,724, filed Jun. 13, 2005 and published Mar. 9, 2006 as U.S. Publication No. US-2006-0050018, which are hereby incorporated herein by reference in their entireties, a traffic sign recognition system, a system for determining a distance to a leading or trailing vehicle or object, such as a system utilizing the principles disclosed in U.S. Pat. Nos. 6,396,397 and/or 7,123,168, which are hereby incorporated herein by reference in their entireties, and/or the like.

Optionally, the circuit board or chip may include circuitry for the imaging array sensor and or other electronic accessories or features, such as by utilizing compass-on-a-chip or EC driver-on-a-chip technology and aspects such as described in U.S. Pat. No. 7,255,451 and/or U.S. Pat. No. 7,480,149; and/or U.S. patent application Ser. No. 11/226,628, filed Sep. 14, 2005 and published Mar. 23, 2006 as U.S. Publication No. US-2006-0061008, and/or Ser. No. 12/578,732, filed Oct. 14, 2009, now U.S. Pat. No. 9,487,144, which are hereby incorporated herein by reference in their entireties.

Optionally, the vision system may include a display for displaying images captured by one or more of the imaging sensors for viewing by the driver of the vehicle while the driver is normally operating the vehicle. Optionally, for example, the vision system may include a video display device disposed at or in the interior rearview mirror assembly of the vehicle, such as by utilizing aspects of the video mirror display systems described in U.S. Pat. No. 6,690,268 and/or U.S. patent application Ser. No. 13/333,337, filed Dec. 21, 2011, now U.S. Pat. No. 9,264,672, which are hereby incorporated herein by reference in their entireties. The video mirror display may comprise any suitable devices and systems and optionally may utilize aspects of the compass display systems described in U.S. Pat. Nos. 7,370,983; 7,329,013; 7,308,341; 7,289,037; 7,249,860; 7,004,593; 4,546,551; 5,699,044; 4,953,305; 5,576,687; 5,632,092; 5,677,851; 5,708,410; 5,737,226; 5,802,727; 5,878,370; 6,087,953; 6,173,508; 6,222,460; 6,513,252 and/or 6,642,851, and/or European patent application, published Oct. 11, 2000 under Publication No. EP 0 1043566, and/or U.S. patent application Ser. No. 11/226,628, filed Sep. 14, 2005 and published Mar. 23, 2006 as U.S. Publication No. US-2006-0061008, which are all hereby incorporated herein by reference in their entireties. Optionally, the video mirror display screen or device may be operable to display images captured by a rearward viewing camera of the vehicle during a reversing maneuver of the vehicle (such as responsive to the vehicle gear actuator being placed in a reverse gear position or the like) to assist the driver in backing up the vehicle, and optionally may be operable to display the compass heading or directional heading character or icon when the vehicle is not undertaking a reversing maneuver, such as when the vehicle is being driven in a forward direction along a road (such as by utilizing aspects of the display system described in PCT Application No. PCT/US2011/056295, filed Oct. 14, 2011 and published Apr. 19, 2012 as International Publication No. WO 2012/051500, which is hereby incorporated herein by reference in its entirety).

Optionally, the vision system (utilizing the forward facing camera and a rearward facing camera and other cameras disposed at the vehicle with exterior fields of view) may be part of or may provide a display of a top-down view or birds-eye view system of the vehicle or a surround view at the vehicle, such as by utilizing aspects of the vision systems described in PCT Application No. PCT/US10/25545, filed Feb. 26, 2010 and published on Sep. 2, 2010 as International Publication No. WO 2010/099416, and/or PCT Application No. PCT/US10/47256, filed Aug. 31, 2010 and published Mar. 10, 2011 as International Publication No. WO 2011/028686, and/or PCT Application No. PCT/US2011/062834, filed Dec. 1, 2011 and published Jun. 7, 2012 as International Publication No. WO 2012/075250, and/or PCT Application No. PCT/US2012/048993, filed Jul. 31, 2012, and published Feb. 7, 2013 as International Publication No. WO 2013019795, and/or PCT Application No. PCT/US11/62755, filed Dec. 1, 2011 and published Jun. 7, 2012 as International Publication No. WO 2012-075250, and/or PCT Application No. PCT/CA2012/000378, filed Apr. 25, 2012, and published Nov. 1, 2012 as International Publication No. WO 2012145822, and/or U.S. patent application Ser. No. 13/333,337, filed Dec. 21, 2011, now U.S. Pat. No. 9,264,672, and/or U.S. provisional applications, Ser. No. 61/615,410, filed Mar. 26, 2012; Ser. No. 61/588,833, filed Jan. 20, 2012; Ser. No. 61/570,017, filed Dec. 13, 2011; and/or Ser. No. 61/568,791, filed Dec. 9, 2011, which are hereby incorporated herein by reference in their entireties.

Optionally, a video mirror display may be disposed rearward of and behind the reflective element assembly and may comprise a display such as the types disclosed in U.S. Pat. Nos. 5,530,240; 6,329,925; 7,855,755; 7,626,749; 7,581,859; 7,446,650; 7,370,983; 7,338,177; 7,274,501; 7,255,451; 7,195,381; 7,184,190; 5,668,663; 5,724,187 and/or 6,690,268, and/or in U.S. patent application Ser. No. 12/091,525, filed Apr. 25, 2008, now U.S. Pat. No. 7,855,755; Ser. No. 11/226,628, filed Sep. 14, 2005 and published Mar. 23, 2006 as U.S. Publication No. US-2006-0061008; and/or Ser. No. 10/538,724, filed Jun. 13, 2005 and published Mar. 9, 2006 as U.S. Publication No. US-2006-0050018, which are all hereby incorporated herein by reference in their entireties. The display is viewable through the reflective element when the display is activated to display information. The display element may be any type of display element, such as a vacuum fluorescent (VF) display element, a light emitting diode (LED) display element, such as an organic light emitting diode (OLED) or an inorganic light emitting diode, an electroluminescent (EL) display element, a liquid crystal display (LCD) element, a video screen display element or backlit thin film transistor (TFT) display element or the like, and may be operable to display various information (as discrete characters, icons or the like, or in a multi-pixel manner) to the driver of the vehicle, such as passenger side inflatable restraint (PSIR) information, tire pressure status, and/or the like. The mirror assembly and/or display may utilize aspects described in U.S. Pat. Nos. 7,184,190; 7,255,451; 7,446,924 and/or 7,338,177, which are all hereby incorporated herein by reference in their entireties. The thicknesses and materials of the coatings on the substrates of the reflective element may be selected to provide a desired color or tint to the mirror reflective element, such as a blue colored reflector, such as is known in the art and such as described in U.S. Pat. Nos. 5,910,854; 6,420,036 and/or 7,274,501, which are hereby incorporated herein by reference in their entireties.

Optionally, the display or displays and any associated user inputs may be associated with various accessories or systems, such as, for example, a tire pressure monitoring system or a passenger air bag status or a garage door opening system or a telematics system or any other accessory or system of the mirror assembly or of the vehicle or of an accessory module or console of the vehicle, such as an accessory module or console of the types described in U.S. Pat. Nos. 7,289,037; 6,877,888; 6,824,281; 6,690,268; 6,672,744; 6,386,742 and 6,124,886, and/or U.S. patent application Ser. No. 10/538,724, filed Jun. 13, 2005 and published Mar. 9, 2006 as U.S. Publication No. US-2006-0050018, which are hereby incorporated herein by reference in their entireties.

Changes and modifications to the specifically described embodiments may be carried out without departing from the principles of the present invention, which is intended to be limited only by the scope of the appended claims as interpreted according to the principles of patent law.

Claims

1. A vehicular vision system, said vehicular vision system comprising:

a plurality of cameras disposed at a vehicle equipped with said vehicular vision system, each viewing exterior of the equipped vehicle;
said plurality of cameras comprising a forward viewing camera disposed at and viewing at least forward through a windshield of the equipped vehicle, said forward viewing camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said forward viewing camera operable to capture image data;
said plurality of cameras comprising a rear camera disposed at a rear portion of the equipped vehicle, said rear camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said rear camera viewing at least rearward of the equipped vehicle and operable to capture image data;
said forward viewing camera and said rear camera each comprising at least one selected from the group consisting of (i) a respective Low Voltage Differential Signaling (LVDS) chip and (ii) a respective Ethernet chip;
a control disposed at the equipped vehicle, said control comprising an image processor, wherein said forward viewing camera communicates with said control via a first image data transfer channel, and wherein said rear camera communicates with said control via a second image data transfer channel;
wherein image data captured by said forward viewing camera is communicated by the first image data transfer channel via a first coaxial cable;
wherein image data captured by said rear camera is communicated by the second image data transfer channel via a second coaxial cable;
wherein image data captured by said forward viewing camera and carried to said control by said first coaxial cable is processed at said image processor of said control for object detection;
wherein said control generates an output provided to a video display device of the equipped vehicle, said video display device comprising a video display screen viewable by a driver of the equipped vehicle; and
wherein said video display screen displays video images of an area rearward the equipped vehicle derived from image data captured by said rear camera and carried to said control by said second coaxial cable.

2. The vehicular vision system of claim 1, wherein image data captured by at least said rear camera of said plurality of cameras is processed at said image processor of said control to detect an object present rearward of the equipped vehicle.

3. The vehicular vision system of claim 2, wherein, responsive to said processing of captured image data at said image processor of said control, said vehicular vision system determines movement vectors, and wherein, responsive to determination of movement vectors, said vehicular vision system determines that the detected object is an object of interest rearward of the equipped vehicle.

4. The vehicular vision system of claim 2, wherein, responsive at least in part to determining, via processing of captured image data at said image processor of said control, that the detected object is a hazardous object rearward of the equipped vehicle, an alert is provided to the driver of the equipped vehicle.

5. The vehicular vision system of claim 1, wherein said control is operable to process input from at least one selected from the group consisting of an ultrasound sensor, a radar sensor, an infrared sensor and a Lidar sensor.

6. The vehicular vision system of claim 1, wherein said control receives input from at least one non-permanently mounted device.

7. The vehicular vision system of claim 6, wherein at least one selected from the group consisting of (i) said non-permanently mounted device is plugged into a port attached to a bus architecture of the equipped vehicle, (ii) said non-permanently mounted device is wirelessly connected to a bus architecture of the equipped vehicle, (iii) said non-permanently mounted device comprises a mobile phone device and (iv) said non-permanently mounted device comprises a camera.

8. The vehicular vision system of claim 6, wherein said non-permanently mounted device comprises a camera that is wirelessly linked to the equipped vehicle.

9. The vehicular vision system of claim 1, wherein each camera of said plurality of cameras comprises a wafer level camera.

10. The vehicular vision system of claim 1, wherein said control is disposed at a head unit of the equipped vehicle.

11. The vehicular vision system of claim 1, wherein said control comprises a graphic engine.

12. The vehicular vision system of claim 1, wherein said rear camera comprises a rear backup camera of the equipped vehicle.

13. The vehicular vision system of claim 1, wherein said plurality of cameras comprises (i) a driver-side camera disposed at a driver side of the equipped vehicle, said driver-side camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said driver-side camera viewing at least sideward of the driver side of the equipped vehicle and operable to capture image data, and wherein said driver-side camera has at least one selected from the group consisting of (i) an LVDS chip and (ii) an Ethernet chip, and wherein said driver-side camera connects with said control via a third coaxial cable, and wherein said third coaxial cable carries control data from said control to said driver-side camera and carries image data captured by said driver-side camera from said driver-side camera to said control, and (ii) a passenger-side camera disposed at a passenger side of the equipped vehicle, said passenger-side camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said passenger-side camera viewing at least sideward of the passenger side of the equipped vehicle and operable to capture image data, and wherein said passenger-side camera has at least one selected from the group consisting of (i) an LVDS chip and (ii) an Ethernet chip, and wherein said passenger-side camera connects with said control via a fourth coaxial cable, and wherein said fourth coaxial cable carries control data from said control to said passenger-side camera and carries image data captured by said passenger-side camera from said passenger-side camera to said control.

14. The vehicular vision system of claim 13, wherein said driver-side camera disposed at the driver side of the equipped vehicle is part of a driver-side exterior mirror assembly of the equipped vehicle, and wherein said passenger-side camera disposed at the passenger side of the equipped vehicle is part of a passenger-side exterior mirror assembly of the equipped vehicle.

15. The vehicular vision system of claim 13, wherein said video display screen is operable to display birds-eye view video images derived, at least in part, from image data captured by (i) said rear camera, (ii) said driver-side camera and (iii) said passenger-side camera.

16. The vehicular vision system of claim 13, wherein said plurality of cameras comprises a front camera disposed at a front portion of the equipped vehicle, said front camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said front camera viewing at least forward of the equipped vehicle and operable to capture image data, and wherein said front camera connects with said control via a fifth coaxial cable, and wherein said fifth coaxial cable carries control data from said control to said front camera and carries image data captured by said front camera from said front camera to said control.

17. A vehicular vision system, said vehicular vision system comprising:

a plurality of cameras disposed at a vehicle equipped with said vehicular vision system, each viewing exterior of the equipped vehicle;
said plurality of cameras comprising a forward viewing camera disposed at and viewing at least forward through a windshield of the equipped vehicle, said forward viewing camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said forward viewing camera operable to capture image data;
said plurality of cameras comprising a rear camera disposed at a rear portion of the equipped vehicle, said rear camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said rear camera viewing at least rearward of the equipped vehicle and operable to capture image data, wherein said rear camera comprises a rear backup camera of the equipped vehicle;
said forward viewing camera and said rear camera each comprising at least one selected from the group consisting of (i) a respective Low Voltage Differential Signaling (LVDS) chip and (ii) a respective Ethernet chip;
a control disposed at the equipped vehicle, said control comprising an image processor, wherein said forward viewing camera communicates with said control via a first image data transfer channel, and wherein said rear camera communicates with said control via a second image data transfer channel;
wherein image data captured by said forward viewing camera is communicated by the first image data transfer channel via a first coaxial cable;
wherein image data captured by said rear camera is communicated by the second image data transfer channel via a second coaxial cable;
wherein image data captured by said forward viewing camera and carried to said control by said first coaxial cable is processed at said image processor of said control for object detection;
wherein image data captured by at least said rear camera of said plurality of cameras is processed at said image processor of said control to detect an object present rearward of the equipped vehicle;
wherein said control is operable to process input from a radar sensor;
wherein said control generates an output provided to a video display device of the equipped vehicle, said video display device comprising a video display screen viewable by a driver of the equipped vehicle; and
wherein, during a reversing maneuver of the equipped vehicle, said video display screen displays video images of an area rearward the equipped vehicle derived from image data captured by said rear camera and carried to said control by said second coaxial cable.

18. The vehicular vision system of claim 17, wherein said control determines, via processing of captured image data at said image processor of said control, that the detected object is a hazardous object rearward of the equipped vehicle.

19. The vehicular vision system of claim 18, wherein, responsive at least in part to determination that the detected object is a hazardous object rearward of the equipped vehicle, an alert is provided to the driver of the equipped vehicle.

20. The vehicular vision system of claim 17, wherein said control receives input from at least one non-permanently mounted device, and wherein at least one selected from the group consisting of (i) said non-permanently mounted device is plugged into a port attached to a bus architecture of the equipped vehicle, (ii) said non-permanently mounted device is wirelessly connected to a bus architecture of the equipped vehicle, (iii) said non-permanently mounted device comprises a mobile phone device and (iv) said non-permanently mounted device comprises a camera.

21. A vehicular vision system, said vehicular vision system comprising:

a plurality of cameras disposed at a vehicle equipped with said vehicular vision system, each viewing exterior of the equipped vehicle;
said plurality of cameras comprising a forward viewing camera disposed at and viewing at least forward through a windshield of the equipped vehicle, said forward viewing camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said forward viewing camera operable to capture image data;
said plurality of cameras comprising a rear camera disposed at a rear portion of the equipped vehicle, said rear camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said rear camera viewing at least rearward of the equipped vehicle and operable to capture image data;
said plurality of cameras comprising a driver-side camera disposed at a driver side of the equipped vehicle, said driver-side camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said driver-side camera viewing at least sideward of the driver side of the equipped vehicle and operable to capture image data;
said plurality of cameras comprising a passenger-side camera disposed at a passenger side of the equipped vehicle, said passenger-side camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said passenger-side camera viewing at least sideward of the passenger side of the equipped vehicle and operable to capture image data;
said plurality of cameras comprising a front camera disposed at a front portion of the equipped vehicle, said front camera comprising an imaging sensor having a plurality of photosensor elements arranged in an array of multiple columns and multiple rows, said front camera viewing at least forward of the equipped vehicle and operable to capture image data;
each camera of said plurality of cameras comprising at least one selected from the group consisting of (i) a respective Low Voltage Differential Signaling (LVDS) chip and (ii) a respective Ethernet chip;
a control disposed at the equipped vehicle, said control comprising an image processor, wherein said forward viewing camera communicates with said control via a first image data transfer channel, and wherein said rear camera communicates with said control via a second image data transfer channel, and wherein said driver-side camera communicates with said control via a third image data transfer channel, and wherein said passenger-side camera communicates with said control via a fourth image data transfer channel, and wherein said front camera communicates with said control via a fifth image data transfer channel;
wherein image data captured by said forward viewing camera is communicated by the first image data transfer channel via a first coaxial cable;
wherein image data captured by said rear camera is communicated by the second image data transfer channel via a second coaxial cable;
wherein image data captured by said driver-side camera is communicated by the third image data transfer channel via a third coaxial cable;
wherein image data captured by said passenger-side camera is communicated by the fourth image data transfer channel via a fourth coaxial cable;
wherein image data captured by said front camera is communicated by the fifth image data transfer channel via a fifth coaxial cable;
wherein image data captured by said forward viewing camera and carried to said control by said first coaxial cable is processed at said image processor of said control for object detection;
wherein said control generates an output provided to a video display device of the equipped vehicle, said video display device comprising a video display screen viewable by a driver of the equipped vehicle; and
wherein said video display screen displays birds-eye view video images derived, at least in part, from (i) image data captured by said rear camera and carried to said control by said second coaxial cable, (ii) image data captured by said driver-side camera and carried to said control by said third coaxial cable, (iii) image data captured by said passenger-side camera and carried to said control by said fourth coaxial cable and (iv) image data captured by said front camera and carried to said control by said fifth coaxial cable.

22. The vehicular vision system of claim 21, wherein image data captured by at least said rear camera of said plurality of cameras is processed at said image processor of said control to detect an object present rearward of the equipped vehicle.

23. The vehicular vision system of claim 22, wherein, responsive at least in part to determining, via processing of captured image data at said image processor of said control, that the detected object comprises a hazardous object rearward of the equipped vehicle, an alert is provided to the driver of the equipped vehicle.

24. The vehicular vision system of claim 21, wherein said driver-side camera disposed at the driver side of the equipped vehicle is part of a driver-side exterior mirror assembly of the equipped vehicle, and wherein said passenger-side camera disposed at the passenger side of the equipped vehicle is part of a passenger-side exterior mirror assembly of the equipped vehicle.

Referenced Cited
U.S. Patent Documents
4443769 April 17, 1984 Aschwanden et al.
4485398 November 27, 1984 Chapin, Jr. et al.
4720790 January 19, 1988 Miki et al.
4967319 October 30, 1990 Seko
4970653 November 13, 1990 Kenue
4987357 January 22, 1991 Masaki
4991054 February 5, 1991 Walters
5001558 March 19, 1991 Burley et al.
5003288 March 26, 1991 Wilhelm
5012082 April 30, 1991 Watanabe
5016977 May 21, 1991 Baude et al.
5027001 June 25, 1991 Torbert
5027200 June 25, 1991 Petrossian et al.
5044706 September 3, 1991 Chen
5055668 October 8, 1991 French
5059877 October 22, 1991 Teder
5064274 November 12, 1991 Alten
5072154 December 10, 1991 Chen
5086253 February 4, 1992 Lawler
5096287 March 17, 1992 Kakinami et al.
5097362 March 17, 1992 Lynas
5121200 June 9, 1992 Choi
5124549 June 23, 1992 Michaels et al.
5130709 July 14, 1992 Toyama et al.
5168378 December 1, 1992 Black
5170374 December 8, 1992 Shimohigashi et al.
5172235 December 15, 1992 Wilm et al.
5177606 January 5, 1993 Koshizawa
5177685 January 5, 1993 Davis et al.
5182502 January 26, 1993 Slotkowski et al.
5184956 February 9, 1993 Langlais et al.
5189561 February 23, 1993 Hong
5193000 March 9, 1993 Lipton et al.
5193029 March 9, 1993 Schofield et al.
5204778 April 20, 1993 Bechtel
5208701 May 4, 1993 Maeda
5208750 May 4, 1993 Kurami et al.
5214408 May 25, 1993 Asayama
5243524 September 7, 1993 Ishida et al.
5245422 September 14, 1993 Borcherts et al.
5255442 October 26, 1993 Schierbeek et al.
5276389 January 4, 1994 Levers
5285060 February 8, 1994 Larson et al.
5289182 February 22, 1994 Brillard et al.
5289321 February 22, 1994 Secor
5305012 April 19, 1994 Faris
5307136 April 26, 1994 Saneyoshi
5309137 May 3, 1994 Kajiwara
5313072 May 17, 1994 Vachss
5325096 June 28, 1994 Pakett
5325386 June 28, 1994 Jewell et al.
5329206 July 12, 1994 Slotkowski et al.
5331312 July 19, 1994 Kudoh
5336980 August 9, 1994 Levers
5341437 August 23, 1994 Nakayama
5351044 September 27, 1994 Mathur et al.
5355118 October 11, 1994 Fukuhara
5374852 December 20, 1994 Parkes
5386285 January 31, 1995 Asayama
5394333 February 28, 1995 Kao
5406395 April 11, 1995 Wilson et al.
5408346 April 18, 1995 Trissei et al.
5410346 April 25, 1995 Saneyoshi et al.
5414257 May 9, 1995 Stanton
5414461 May 9, 1995 Kishi et al.
5416313 May 16, 1995 Larson et al.
5416318 May 16, 1995 Hegyi
5416478 May 16, 1995 Morinaga
5424952 June 13, 1995 Asayama
5426294 June 20, 1995 Kobayashi et al.
5430431 July 4, 1995 Nelson
5434407 July 18, 1995 Bauer et al.
5440428 August 8, 1995 Hegg et al.
5444478 August 22, 1995 Lelong et al.
5451822 September 19, 1995 Bechtel et al.
5457493 October 10, 1995 Leddy et al.
5461357 October 24, 1995 Yoshioka et al.
5461361 October 24, 1995 Moore
5469298 November 21, 1995 Suman et al.
5471515 November 28, 1995 Fossum et al.
5475494 December 12, 1995 Nishida et al.
5497306 March 5, 1996 Pastrick
5498866 March 12, 1996 Bendicks et al.
5500766 March 19, 1996 Stonecypher
5510983 April 23, 1996 Lino
5515448 May 7, 1996 Nishitani
5521633 May 28, 1996 Nakajima et al.
5528698 June 18, 1996 Kamei et al.
5529138 June 25, 1996 Shaw et al.
5530240 June 25, 1996 Larson et al.
5530420 June 25, 1996 Tsuchiya et al.
5535144 July 9, 1996 Kise
5535314 July 9, 1996 Alves et al.
5537003 July 16, 1996 Bechtel et al.
5539397 July 23, 1996 Asanuma et al.
5541590 July 30, 1996 Nishio
5550677 August 27, 1996 Schofield et al.
5555555 September 10, 1996 Sato et al.
5568027 October 22, 1996 Feder
5574443 November 12, 1996 Hsieh
5581464 December 3, 1996 Woll et al.
5594222 January 14, 1997 Caldwell
5610756 March 11, 1997 Lynam et al.
5614788 March 25, 1997 Mullins
5619370 April 8, 1997 Guinosso
5632092 May 27, 1997 Blank et al.
5634709 June 3, 1997 Iwama
5642299 June 24, 1997 Hardin et al.
5648835 July 15, 1997 Uzawa
5650944 July 22, 1997 Kise
5660454 August 26, 1997 Mori et al.
5661303 August 26, 1997 Feder
5666028 September 9, 1997 Bechtel et al.
5670935 September 23, 1997 Schofield et al.
5677851 October 14, 1997 Kingdon et al.
5699044 December 16, 1997 Van Lente et al.
5724316 March 3, 1998 Brunts
5732379 March 24, 1998 Eckert et al.
5737226 April 7, 1998 Olson et al.
5757949 May 26, 1998 Kinoshita et al.
5760826 June 2, 1998 Nayar
5760828 June 2, 1998 Cortes
5760931 June 2, 1998 Saburi et al.
5760962 June 2, 1998 Schofield et al.
5761094 June 2, 1998 Olson et al.
5765116 June 9, 1998 Wilson-Jones et al.
5765118 June 9, 1998 Fukatani
5781437 July 14, 1998 Wiemer et al.
5786772 July 28, 1998 Schofield et al.
5790403 August 4, 1998 Nakayama
5790973 August 4, 1998 Blaker et al.
5793308 August 11, 1998 Rosinski et al.
5793420 August 11, 1998 Schmidt
5796094 August 18, 1998 Schofield et al.
5835255 November 10, 1998 Miles
5837994 November 17, 1998 Stam et al.
5844505 December 1, 1998 Van Ryzin
5844682 December 1, 1998 Kiyomoto et al.
5845000 December 1, 1998 Breed et al.
5848802 December 15, 1998 Breed et al.
5850176 December 15, 1998 Kinoshita et al.
5850254 December 15, 1998 Takano et al.
5867591 February 2, 1999 Onda
5877707 March 2, 1999 Kowalick
5877897 March 2, 1999 Schofield et al.
5878357 March 2, 1999 Sivashankar et al.
5878370 March 2, 1999 Olson
5883739 March 16, 1999 Ashihara et al.
5884212 March 16, 1999 Lion
5890021 March 30, 1999 Onoda
5896085 April 20, 1999 Mori et al.
5899956 May 4, 1999 Chan
5915800 June 29, 1999 Hiwatashi et al.
5920367 July 6, 1999 Kajimoto et al.
5923027 July 13, 1999 Stam et al.
5924212 July 20, 1999 Domanski
5929786 July 27, 1999 Schofield et al.
5949331 September 7, 1999 Schofield et al.
5956181 September 21, 1999 Lin
5959555 September 28, 1999 Furuta
5963247 October 5, 1999 Banitt
5986796 November 16, 1999 Miles
5990469 November 23, 1999 Bechtel et al.
5990649 November 23, 1999 Nagao et al.
6020704 February 1, 2000 Buschur
6049171 April 11, 2000 Stam et al.
6052124 April 18, 2000 Stein et al.
6066933 May 23, 2000 Ponziana
6084519 July 4, 2000 Coulling et al.
6091833 July 18, 2000 Yasui et al.
6097024 August 1, 2000 Stam et al.
6100799 August 8, 2000 Fenk
6100811 August 8, 2000 Hsu et al.
6115159 September 5, 2000 Baker
6144022 November 7, 2000 Tenenbaum et al.
6175300 January 16, 2001 Kendrick
6178034 January 23, 2001 Allemand et al.
6198409 March 6, 2001 Schofield et al.
6201642 March 13, 2001 Bos
6223114 April 24, 2001 Boros et al.
6226061 May 1, 2001 Fagusa
6227689 May 8, 2001 Miller
6250148 June 26, 2001 Lynam
6259423 July 10, 2001 Tokito et al.
6266082 July 24, 2001 Yonezawa et al.
6266442 July 24, 2001 Laumeyer et al.
6285393 September 4, 2001 Shimoura et al.
6285778 September 4, 2001 Nakajima et al.
6294989 September 25, 2001 Schofield et al.
6297781 October 2, 2001 Turnbull et al.
6302545 October 16, 2001 Schofield et al.
6310611 October 30, 2001 Caldwell
6313454 November 6, 2001 Bos et al.
6317057 November 13, 2001 Lee
6320282 November 20, 2001 Caldwell
6333759 December 25, 2001 Mazzilli
6341523 January 29, 2002 Lynam
6353392 March 5, 2002 Schofield et al.
6370329 April 9, 2002 Teuchert
6392315 May 21, 2002 Jones et al.
6396397 May 28, 2002 Bos et al.
6411204 June 25, 2002 Bloomfield et al.
6420975 July 16, 2002 DeLine
6424273 July 23, 2002 Gutta et al.
6430303 August 6, 2002 Naoi et al.
6442465 August 27, 2002 Breed et al.
6477326 November 5, 2002 Partynski
6477464 November 5, 2002 McCarthy et al.
6497503 December 24, 2002 Dassanayake et al.
6498620 December 24, 2002 Schofield et al.
6516664 February 11, 2003 Lynam
6523964 February 25, 2003 Schofield et al.
6534884 March 18, 2003 Marcus et al.
6539306 March 25, 2003 Turnbull
6547133 April 15, 2003 Devries, Jr. et al.
6553130 April 22, 2003 Lemelson et al.
6559435 May 6, 2003 Schofield et al.
6570998 May 27, 2003 Ohtsuka et al.
6574033 June 3, 2003 Chui et al.
6578017 June 10, 2003 Ebersole et al.
6587573 July 1, 2003 Stam et al.
6589625 July 8, 2003 Kothari et al.
6593011 July 15, 2003 Liu et al.
6593698 July 15, 2003 Stam et al.
6594583 July 15, 2003 Ogura et al.
6605775 August 12, 2003 Seeber et al.
6611202 August 26, 2003 Schofield et al.
6611610 August 26, 2003 Stam et al.
6627918 September 30, 2003 Getz et al.
6631316 October 7, 2003 Stam et al.
6631994 October 14, 2003 Suzuki et al.
6636258 October 21, 2003 Strumolo
6648477 November 18, 2003 Hutzel et al.
6650455 November 18, 2003 Miles
6672731 January 6, 2004 Schnell et al.
6674562 January 6, 2004 Miles
6678056 January 13, 2004 Downs
6678614 January 13, 2004 McCarthy et al.
6680792 January 20, 2004 Miles
6690268 February 10, 2004 Schofield et al.
6700605 March 2, 2004 Toyoda et al.
6703925 March 9, 2004 Steffel
6704621 March 9, 2004 Stein et al.
6710908 March 23, 2004 Miles et al.
6711474 March 23, 2004 Treyz et al.
6714331 March 30, 2004 Lewis et al.
6717610 April 6, 2004 Bos et al.
6735506 May 11, 2004 Breed et al.
6741377 May 25, 2004 Miles
6744353 June 1, 2004 Sjonell
6757109 June 29, 2004 Bos
6762867 July 13, 2004 Lippert et al.
6794119 September 21, 2004 Miles
6795221 September 21, 2004 Urey
6802617 October 12, 2004 Schofield et al.
6806452 October 19, 2004 Bos et al.
6807287 October 19, 2004 Hermans
6819231 November 16, 2004 Berberich et al.
6822563 November 23, 2004 Bos et al.
6823241 November 23, 2004 Shirato et al.
6824281 November 30, 2004 Schofield et al.
6850156 February 1, 2005 Bloomfield et al.
6864930 March 8, 2005 Matsushita et al.
6882287 April 19, 2005 Schofield
6889161 May 3, 2005 Winner et al.
6909753 June 21, 2005 Meehan et al.
6946978 September 20, 2005 Schofield
6953253 October 11, 2005 Schofield et al.
6968736 November 29, 2005 Lynam
6975775 December 13, 2005 Rykowski et al.
6989736 January 24, 2006 Berberich et al.
7004606 February 28, 2006 Schofield
7005974 February 28, 2006 McMahon et al.
7038577 May 2, 2006 Pawlicki et al.
7062300 June 13, 2006 Kim
7065432 June 20, 2006 Moisei et al.
7079017 July 18, 2006 Lang et al.
7085637 August 1, 2006 Breed et al.
7092548 August 15, 2006 Laumeyer et al.
7111968 September 26, 2006 Bauer et al.
7113867 September 26, 2006 Stein
7116246 October 3, 2006 Winter et al.
7123168 October 17, 2006 Schofield
7133661 November 7, 2006 Hatae et al.
7136753 November 14, 2006 Samukawa et al.
7145519 December 5, 2006 Takahashi et al.
7149613 December 12, 2006 Stam et al.
7151996 December 19, 2006 Stein
7161616 January 9, 2007 Okamoto et al.
7167796 January 23, 2007 Taylor et al.
7195381 March 27, 2007 Lynam et al.
7202776 April 10, 2007 Breed
7227611 June 5, 2007 Hull et al.
7230640 June 12, 2007 Regensburger et al.
7248283 July 24, 2007 Takagi et al.
7295229 November 13, 2007 Kumata et al.
7311406 December 25, 2007 Schofield et al.
7325934 February 5, 2008 Schofield et al.
7325935 February 5, 2008 Schofield et al.
7336299 February 26, 2008 Kostrzewski et al.
7338177 March 4, 2008 Lynam
7365769 April 29, 2008 Mager
7370983 May 13, 2008 DeWind et al.
7375803 May 20, 2008 Bamji
7380948 June 3, 2008 Schofield et al.
7381089 June 3, 2008 Hosier, Sr.
7388182 June 17, 2008 Schofield et al.
7402786 July 22, 2008 Schofield et al.
7423821 September 9, 2008 Bechtel et al.
7460951 December 2, 2008 Altan
7480149 January 20, 2009 DeWard et al.
7482916 January 27, 2009 Au et al.
7490007 February 10, 2009 Taylor et al.
7492281 February 17, 2009 Lynam et al.
7526103 April 28, 2009 Schofield et al.
7532109 May 12, 2009 Takahama et al.
7541743 June 2, 2009 Salmeen et al.
7561181 July 14, 2009 Schofield et al.
7565006 July 21, 2009 Stam et al.
7566851 July 28, 2009 Stein et al.
7567291 July 28, 2009 Bechtel et al.
7576767 August 18, 2009 Lee et al.
7581859 September 1, 2009 Lynam
7592928 September 22, 2009 Chinomi et al.
7605856 October 20, 2009 Imoto
7616781 November 10, 2009 Schofield et al.
7619508 November 17, 2009 Lynam et al.
7633383 December 15, 2009 Dunsmoir et al.
7639149 December 29, 2009 Katoh
7681960 March 23, 2010 Wanke et al.
7711201 May 4, 2010 Wong et al.
7720580 May 18, 2010 Higgins-Luthman
7724962 May 25, 2010 Zhu et al.
7777611 August 17, 2010 Desai
7786898 August 31, 2010 Stein et al.
7792329 September 7, 2010 Schofield et al.
7843451 November 30, 2010 Lafon
7855755 December 21, 2010 Weller et al.
7855778 December 21, 2010 Yung et al.
7881496 February 1, 2011 Camilleri et al.
7914187 March 29, 2011 Higgins-Luthman et al.
7925441 April 12, 2011 Maemura
7930160 April 19, 2011 Hosagrahara et al.
7949486 May 24, 2011 Denny et al.
7952490 May 31, 2011 Fechner et al.
7965336 June 21, 2011 Bingle et al.
8009868 August 30, 2011 Abe
8013780 September 6, 2011 Lynam
8017898 September 13, 2011 Lu et al.
8027029 September 27, 2011 Lu et al.
8058977 November 15, 2011 Lynam
8064643 November 22, 2011 Stein et al.
8072486 December 6, 2011 Namba et al.
8082101 December 20, 2011 Stein et al.
8090976 January 3, 2012 Maciver et al.
8134596 March 13, 2012 Lei et al.
8164628 April 24, 2012 Stein et al.
8203440 June 19, 2012 Schofield et al.
8224031 July 17, 2012 Saito
8233045 July 31, 2012 Luo et al.
8254635 August 28, 2012 Stein et al.
8294563 October 23, 2012 Shimoda et al.
8300886 October 30, 2012 Hoffmann
8320628 November 27, 2012 Cheng et al.
8340866 December 25, 2012 Hanzawa et al.
8378851 February 19, 2013 Stein et al.
8421865 April 16, 2013 Euler et al.
8452055 May 28, 2013 Stein et al.
8502860 August 6, 2013 Demirdjian
8553088 October 8, 2013 Stein et al.
8849495 September 30, 2014 Chundrik, Jr. et al.
8908039 December 9, 2014 De Wind et al.
9019090 April 28, 2015 Weller et al.
9041806 May 26, 2015 Baur et al.
9090234 July 28, 2015 Johnson et al.
9092986 July 28, 2015 Salomonsson et al.
9126525 September 8, 2015 Lynam et al.
9146898 September 29, 2015 Ihlenburg et al.
9205776 December 8, 2015 Turk
9210307 December 8, 2015 Gebauer et al.
9900490 February 20, 2018 Ihlenburg et al.
10071687 September 11, 2018 Ihlenburg et al.
10567705 February 18, 2020 Ziegenspeck et al.
10640040 May 5, 2020 Ihlenburg et al.
20020005778 January 17, 2002 Breed et al.
20020011611 January 31, 2002 Huang et al.
20020015153 February 7, 2002 Downs
20020037054 March 28, 2002 Schurig
20020044065 April 18, 2002 Quist et al.
20020113873 August 22, 2002 Williams
20020116106 August 22, 2002 Breed et al.
20020149679 October 17, 2002 Deangelis et al.
20020167589 November 14, 2002 Schofield et al.
20030103141 June 5, 2003 Bechtel et al.
20030103142 June 5, 2003 Hitomi et al.
20030137586 July 24, 2003 Lewellen
20030222982 December 4, 2003 Hamdan et al.
20040032321 February 19, 2004 McMahon et al.
20040114381 June 17, 2004 Salmeen et al.
20040164228 August 26, 2004 Fogg et al.
20050078389 April 14, 2005 Kulas et al.
20050134983 June 23, 2005 Lynam
20050200467 September 15, 2005 Au et al.
20050219852 October 6, 2005 Stam et al.
20050237385 October 27, 2005 Kosaka et al.
20050264891 December 1, 2005 Uken et al.
20060017807 January 26, 2006 Lee et al.
20060018511 January 26, 2006 Stam et al.
20060018512 January 26, 2006 Stam et al.
20060023105 February 2, 2006 Kostrzewski et al.
20060061008 March 23, 2006 Karner et al.
20060072011 April 6, 2006 Okada
20060091813 May 4, 2006 Stam et al.
20060103727 May 18, 2006 Tseng
20060133476 June 22, 2006 Page
20060164221 July 27, 2006 Jensen
20060184297 August 17, 2006 Higgins-Luthman
20060206243 September 14, 2006 Pawlicki et al.
20060212624 September 21, 2006 Kim
20060232670 October 19, 2006 Chu
20060250501 November 9, 2006 Wildmann et al.
20060254805 November 16, 2006 Scherer et al.
20060255920 November 16, 2006 Maeda et al.
20060290479 December 28, 2006 Akatsuka et al.
20070024724 February 1, 2007 Stein et al.
20070103313 May 10, 2007 Washington
20070104476 May 10, 2007 Yasutomi et al.
20070206835 September 6, 2007 Abe
20070242339 October 18, 2007 Bradley
20070257923 November 8, 2007 Whitby-Strevens
20070297784 December 27, 2007 Wong et al.
20080042812 February 21, 2008 Dunsmoir et al.
20080043099 February 21, 2008 Stein et al.
20080063129 March 13, 2008 Voutilainen
20080147321 June 19, 2008 Howard et al.
20080150814 June 26, 2008 Hedou et al.
20080166024 July 10, 2008 Iketani
20080192132 August 14, 2008 Bechtel et al.
20080266396 October 30, 2008 Stein
20090024756 January 22, 2009 Spalla et al.
20090093938 April 9, 2009 Isaji et al.
20090113509 April 30, 2009 Tseng et al.
20090160987 June 25, 2009 Bechtel et al.
20090171559 July 2, 2009 Lehtiniemi et al.
20090174765 July 9, 2009 Namba et al.
20090177347 July 9, 2009 Breuer et al.
20090190015 July 30, 2009 Bechtel et al.
20090243824 October 1, 2009 Peterson et al.
20090244361 October 1, 2009 Gebauer et al.
20090256938 October 15, 2009 Bechtel et al.
20090265069 October 22, 2009 Desbrunes
20090273524 November 5, 2009 Furuya
20090290032 November 26, 2009 Zhang et al.
20090295181 December 3, 2009 Lawlor et al.
20100002081 January 7, 2010 Pawlicki et al.
20100020170 January 28, 2010 Higgins-Luthman et al.
20100045799 February 25, 2010 Lei et al.
20100076621 March 25, 2010 Kubotani et al.
20100088021 April 8, 2010 Viner
20100097469 April 22, 2010 Blank et al.
20100097519 April 22, 2010 Byrne et al.
20100110939 May 6, 2010 Fukuda
20100118145 May 13, 2010 Betham et al.
20100228437 September 9, 2010 Hanzawa et al.
20100231409 September 16, 2010 Okada et al.
20100296519 November 25, 2010 Jones
20110025489 February 3, 2011 Shimoda et al.
20110074916 March 31, 2011 Demirdjian
20110103650 May 5, 2011 Cheng et al.
20110115615 May 19, 2011 Luo et al.
20110141381 June 16, 2011 Minikey, Jr. et al.
20110157309 June 30, 2011 Bennett et al.
20110193961 August 11, 2011 Peterson
20110216201 September 8, 2011 McAndrew et al.
20110224978 September 15, 2011 Sawada
20110228088 September 22, 2011 Gloger
20110257973 October 20, 2011 Chutorash et al.
20110286544 November 24, 2011 Avudainayagam et al.
20120044066 February 23, 2012 Mauderer et al.
20120045112 February 23, 2012 Lundblad et al.
20120050550 March 1, 2012 Oba et al.
20120062743 March 15, 2012 Lynam et al.
20120069184 March 22, 2012 Hottmann
20120069185 March 22, 2012 Stein
20120127062 May 24, 2012 Bar-Zeev
20120154591 June 21, 2012 Baur et al.
20120186447 July 26, 2012 Hodgson et al.
20120200707 August 9, 2012 Stein et al.
20120218412 August 30, 2012 Dellantoni et al.
20120239242 September 20, 2012 Uehara
20120245817 September 27, 2012 Cooprider et al.
20120262340 October 18, 2012 Hassan et al.
20120287140 November 15, 2012 Lin et al.
20120303222 November 29, 2012 Cooprider et al.
20120314071 December 13, 2012 Rosenbaum et al.
20120320209 December 20, 2012 Vico et al.
20130103259 April 25, 2013 Eng
20130116859 May 9, 2013 Ihlenburg et al.
20130124052 May 16, 2013 Hahne
20130129150 May 23, 2013 Saito
20130131918 May 23, 2013 Hahne
20130134964 May 30, 2013 Ahrentorp et al.
20130141578 June 6, 2013 Chundrlik, Jr. et al.
20130141580 June 6, 2013 Stein et al.
20130147957 June 13, 2013 Stein
20130169812 July 4, 2013 Lu et al.
20130187445 July 25, 2013 Mutzabaugh
20130222593 August 29, 2013 Byrne et al.
20130242413 September 19, 2013 Baba
20130278769 October 24, 2013 Nix et al.
20130286193 October 31, 2013 Pflug
20130314503 November 28, 2013 Nix et al.
20130328672 December 12, 2013 Sesti et al.
20140009633 January 9, 2014 Chopra et al.
20140043473 February 13, 2014 Gupta et al.
20140063254 March 6, 2014 Shi et al.
20140067206 March 6, 2014 Pflug
20140098229 April 10, 2014 Lu et al.
20140152778 June 5, 2014 Ihlenburg et al.
20140156157 June 5, 2014 Johnson et al.
20140160291 June 12, 2014 Schaffner
20140176711 June 26, 2014 Kirchner et al.
20140218529 August 7, 2014 Mahmoud et al.
20140218531 August 7, 2014 Michiguchi
20140218535 August 7, 2014 Ihlenburg et al.
20140222280 August 7, 2014 Salomonsson et al.
20140247352 September 4, 2014 Rathi et al.
20140247354 September 4, 2014 Knudsen
20140247355 September 4, 2014 Ihlenburg
20140313339 October 23, 2014 Diessner
20140320658 October 30, 2014 Pliefke
20140333729 November 13, 2014 Pflug
20140340510 November 20, 2014 Ihlenburg et al.
20140347486 November 27, 2014 Okouneva
20140362209 December 11, 2014 Ziegenspeck et al.
20140373345 December 25, 2014 Steigerwald
20140379233 December 25, 2014 Chundrlik, Jr. et al.
20150042807 February 12, 2015 Ihlenburg et al.
20150156383 June 4, 2015 Biemer et al.
20150222795 August 6, 2015 Sauer et al.
20150232030 August 20, 2015 Bongwald
20150294169 October 15, 2015 Zhou et al.
20150296135 October 15, 2015 Wacquant et al.
Foreign Patent Documents
101082489 December 2007 CN
10036875 February 2002 DE
1115250 July 2001 EP
2247047 November 2010 EP
2377094 October 2011 EP
2667325 November 2013 EP
H1168538 July 1989 JP
200274339 March 2002 JP
2010110957 September 2010 WO
2010144900 December 2010 WO
2011028686 March 2011 WO
2012139636 October 2012 WO
2012139660 October 2012 WO
2012143036 October 2012 WO
2013043661 March 2013 WO
2013081985 June 2013 WO
Other references
  • Achler et al., “Vehicle Wheel Detector using 2D Filter Banks,” IEEE Intelligent Vehicles Symposium of Jun. 2004.
  • Behringer et al., “Simultaneous Estimation of Pitch Angle and Lane Width from the Video Image of a Marked Road,” pp. 966-973, Sep. 12-16, 1994.
  • Broggi et al., “Multi-Resolution Vehicle Detection using Artificial Vision,” IEEE Intelligent Vehicles Symposium of Jun. 2004.
  • Kastrinaki et al., “A survey of video processing techniques for traffic applications”.
  • Philomin et al., “Pedestrain Tracking from a Moving Vehicle”.
  • Sahli et al., “A Kalman Filter-Based Update Scheme for Road Following,” IAPR Workshop on Machine Vision Applications, pp. 5-9, Nov. 12-14, 1996.
  • Sun et al., “On-road vehicle detection using optical sensors: a review”, IEEE Conference on Intelligent Transportation Systems, 2004.
  • Van Leeuwen et al., “Motion Estimation with a Mobile Camera for Traffic Applications”, IEEE, US, vol. 1, Oct. 3, 2000, pp. 58-63.
  • Van Leeuwen et al., “Motion Interpretation for In-Car Vision Systems”, IEEE, US, vol. 1, Sep. 30, 2002, p. 135-140.
  • Van Leeuwen et al., “Real-Time Vehicle Tracking in Image Sequences”, IEEE, US, vol. 3, May 21, 2001, pp. 2049-2054, XP010547308.
  • Van Leeuwen et al., “Requirements for Motion Estimation in Image Sequences for Traffic Applications”, IEEE, US, vol. 1, May 24, 1999, pp. 145-150, XP010340272.
  • International Search Report and Written Opinion dated February 8, 213 for PCT Application No. PCT/US2012/066571.
  • Foresight CCTV, Inc., “Two Video with Alarm Signals Transmission Set”, 2003.
Patent History
Patent number: 11142123
Type: Grant
Filed: May 4, 2020
Date of Patent: Oct 12, 2021
Patent Publication Number: 20200262344
Assignee: MAGNA ELECTRONICS INC. (Auburn Hills, MI)
Inventors: Joern Ihlenburg (Berlin), Andreas Koppe (Bad Homburg), Achim Gieseke (Gross-Umstadt), Hossam Mahmoud (Aschaffenburg), Horst D. Diessner (Rochester Hills, MI)
Primary Examiner: Zaihan Jiang
Application Number: 15/929,453
Classifications
Current U.S. Class: Visual Indication (340/815.4)
International Classification: B60R 1/00 (20060101); H04N 5/247 (20060101); H04N 7/18 (20060101); G06K 9/00 (20060101); G06T 7/246 (20170101); G02B 3/14 (20060101);